Replacing an employee costs 50–200% of their annual salary. AI helps identify disengaged employees before they resign — giving HR the window to intervene.
How AI Predicts Attrition
- Analyzes engagement survey responses, pulse check results
- Monitors activity signals — meeting participation, collaboration patterns
- Tracks tenure, compensation relative to market, promotion velocity
- Compares against historical patterns of employees who left
Leading Tools
- Visier: People analytics with predictive attrition modeling
- Culture Amp: Engagement surveys with AI insights
- Glint (LinkedIn): Real-time employee engagement AI
Important Caveat
Attrition prediction must be used carefully — acting on predictions in ways employees find invasive can itself damage trust and accelerate exits.
Reference:
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